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MohammedDhiyaEddine
/
skills-experiences-ner

Token Classification
spaCy
English
Eval Results
Model card Files Community
skills-experiences-ner
File size: 1,228 Bytes 
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{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.5.0,<3.6.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "DIPLOMA",
      "DIPLOMA_MAJOR",
      "EXPERIENCE",
      "SKILLS"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.6658259773,
    "ents_p":0.6486486486,
    "ents_r":0.6839378238,
    "ents_per_type":{
      "DIPLOMA_MAJOR":{
        "p":0.7428571429,
        "r":0.7222222222,
        "f":0.7323943662
      },
      "SKILLS":{
        "p":0.6160714286,
        "r":0.6571428571,
        "f":0.6359447005
      },
      "DIPLOMA":{
        "p":0.7777777778,
        "r":0.9333333333,
        "f":0.8484848485
      },
      "EXPERIENCE":{
        "p":0.9444444444,
        "r":0.85,
        "f":0.8947368421
      }
    },
    "transformer_loss":5325.7624413692,
    "ner_loss":5705.5929324116
  },
  "requirements":[
    "spacy-transformers>=1.2.0,<1.3.0"
  ]
}